lilujunai / EMQ-series

[ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization

EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization (ICCV2023)

This repository contains all the experiments of our paper "EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization". Final implementations in preparation.

Acknowledgements

This repo is based on the following repos, thank the authors a lot.

• BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction (ICLR 2021)
• OMPQ

Citation

If you find that this project helps your research, please consider citing some of the following papers:

@inproceedings{Dong2023EMQ,
    title={EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization},
    author={Peijie Dong, Lujun Li, Zimian Wei, Xin Niu, ZHILIANG TIAN, Hengyue Pan},
    booktitle={International Conference on Computer Vision (ICCV)},
    year={2023}
}